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Image-Text Retrieval on Flickr30k (NDCG@5)
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0.898
NDCG@5
HONES (tuned)
0.8616
0.87105
0.8805
0.88995
Apr 20, 2026
NDCG@5
NDCG@5 Drop (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
NDCG@5
NDCG@5 Drop (%)
HONES (tuned)
Model=Qwen2.5-VL
2026.04
0.898
-
HONES (zero-shot)
Model=Qwen2.5-VL
2026.04
0.892
-
RandNeuron
Model=Qwen2.5-VL
2026.04
0.889
-
Base
Model=Qwen2.5-VL
2026.04
0.888
-
HONES (tuned)
Model=LLaVA-1.5
2026.04
0.883
-
HONES (zero-shot)
Model=LLaVA-1.5
2026.04
0.87
-
RandNeuron
Model=LLaVA-1.5
2026.04
0.864
-
Base
Model=LLaVA-1.5
2026.04
0.863
-
HONES
Masked neuron group=Spec.
2026.04
-
1.6
HONES
Masked neuron group=Pa...
2026.04
-
5.35
HONES
Masked neuron group=Tr...
2026.04
-
1.1
HONES
Masked neuron group=Gen.
2026.04
-
1.2
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